{
  "slug": "toyota",
  "month": "2026-04",
  "status": "current",
  "themes": {
    "Inclusion": {
      "rank": 4,
      "score": 100
    },
    "Innovation": {
      "rank": 7,
      "score": 33.3
    },
    "Leadership": {
      "rank": 11,
      "score": 33.3
    },
    "Social Impact": {
      "rank": 3,
      "score": 100
    },
    "Company Culture": {
      "rank": 11,
      "score": 33.3
    },
    "Security & Perks": {
      "rank": 2,
      "score": 100
    },
    "Mission & Purpose": {
      "rank": 14,
      "score": 33.3
    },
    "Candidate Feedback": {
      "rank": 10,
      "score": 33.3
    },
    "Application Process": {
      "rank": 12,
      "score": 33.3
    },
    "Wellbeing & Balance": {
      "rank": 10,
      "score": 33.3
    },
    "Career Opportunities": {
      "rank": 5,
      "score": 66.7
    },
    "Interview Experience": {
      "rank": 9,
      "score": 33.3
    },
    "Onboarding Experience": {
      "rank": 11,
      "score": 33.3
    },
    "Rewards & Recognition": {
      "rank": 1,
      "score": 100
    },
    "Candidate Communication": {
      "rank": 9,
      "score": 33.3
    }
  },
  "company": "Toyota",
  "country": "United States",
  "history": [
    {
      "rank": 2,
      "month": "2026-01",
      "visibilityScore": 64.1
    },
    {
      "rank": 5,
      "month": "2026-02",
      "visibilityScore": 41.3
    },
    {
      "rank": 3,
      "month": "2026-03",
      "visibilityScore": 100
    },
    {
      "rank": 3,
      "month": "2026-04",
      "visibilityScore": 54.2
    }
  ],
  "summary": "Toyota is tracked across AI employer visibility rankings in the Automotive sector. When candidates research the company through AI, it appears frequently in employer-related queries — ranking #3 out of 58 Automotive companies in the PerceptionX index.\n\nAI models most frequently position Toyota alongside Ford, General Motors, and Tesla when discussing Automotive employers.\n\nThe company shows strongest employer visibility in Application Process, Candidate Communication and Candidate Feedback.\n\nToyota's Visibility Score has fallen from 64.1 to 54.2 across its last 4 measurements (since January 2026), slipping 1 place in the Automotive rankings. General Motors has moved ahead of it. It now trails General Motors by 14.6 points.\n\nThis analysis is based on AI-generated responses from ChatGPT, Google Gemini, and Perplexity. Data is refreshed regularly to reflect changes in AI employer perception.",
  "website": "toyota.com",
  "industry": "Automotive",
  "profileUrl": "https://employers.perceptionx.ai/company/toyota",
  "lastUpdated": "2026-09-20",
  "modelScores": {
    "chatgpt": 81.3,
    "googleAi": 43.8,
    "perplexity": 37.5
  },
  "overallRank": 112,
  "industryRank": 3,
  "mentionCount": 26,
  "topCompetitors": [
    {
      "rank": 1,
      "slug": "ford",
      "company": "Ford",
      "visibilityScore": 70.8
    },
    {
      "rank": 2,
      "slug": "general-motors",
      "company": "General Motors",
      "visibilityScore": 68.8
    },
    {
      "rank": 4,
      "slug": "tesla",
      "company": "Tesla",
      "visibilityScore": 50
    },
    {
      "rank": 5,
      "slug": "rivian",
      "company": "Rivian",
      "visibilityScore": 39.6
    },
    {
      "rank": 6,
      "slug": "penske-automotive",
      "company": "Penske Automotive",
      "visibilityScore": 22.9
    }
  ],
  "otherIndustries": [
    {
      "industry": "Manufacturing & Industrial",
      "industryRank": 20,
      "visibilityScore": 12.8
    }
  ],
  "visibilityScore": 54.2,
  "totalCompaniesInCountry": 1451,
  "totalCompaniesInIndustry": 58,
  "methodology": {
    "version": "1.0",
    "url": "https://employers.perceptionx.ai/api-docs/#methodology",
    "description": "Visibility Score (0-100) is the share of AI model × candidate-experience-theme combinations within an industry and country where the company was mentioned in AI-generated answers to candidate-style questions. Ranks are computed per industry and country; ties break by mention count, then company name. Responses from other assistants (e.g. Claude, DeepSeek) are collected for research but not included in index scoring.",
    "models": [
      "ChatGPT",
      "Google Gemini",
      "Perplexity"
    ]
  }
}